Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "141"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 141 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 243 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 227 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_14949/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 141, Node 13:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.917124 -0.353896 0.697590 2.865073 4.901251 1.424712 1.319042 2.704330 0.7956 0.7943 0.2305 12.315580 10.769969
2459593 digital_ok 0.00% 0.00% 0.00% 0.00% 2.15% 0.00% 2.110876 1.548239 2.218808 3.857649 2.586009 2.178171 1.182904 1.102890 0.7490 0.7387 0.2433 2.618858 2.615134
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.696471 -0.101752 0.599585 0.213570 2.000801 -1.222038 2.241276 -0.099442 0.0427 0.0310 0.0025 nan nan
2459591 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.064696 1.045030 3.256528 5.120498 4.007594 1.186997 1.673141 0.338801 0.6813 0.6968 0.3482 4.891889 4.720344
2459590 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.390805 1.074949 2.176660 4.190024 5.352311 1.547482 0.719155 -0.384357 0.6808 0.6955 0.3430 5.120091 5.116462
2459589 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.00% 2.106482 1.374549 0.448494 3.275510 3.765882 1.599607 1.385612 2.039089 0.7230 0.7162 0.2709 1.923657 1.936374
2459588 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.088482 1.190492 2.522220 5.115261 2.777838 1.155723 1.389159 1.661226 0.7919 0.7729 0.2093 9.416795 6.945280
2459587 digital_ok 100.00% - - - 100.00% 0.00% 348.542021 354.407865 inf inf 24.254429 105.385033 198.293088 498.376133 nan nan nan 0.000000 0.000000
2459586 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.864453 0.058210 1.524319 0.474697 5.113056 -0.274879 3.404453 -0.184627 0.6635 0.6720 0.3445 5.047335 4.547983
2459585 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 7.298516 0.529492 3.822783 0.335335 5.347925 -0.425008 4.698272 -0.278367 0.0411 0.0371 0.0033 0.000000 0.000000
2459584 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.835255 2.502751 0.030839 4.201016 -0.504956 20.321778 9.235087 8.438152 0.6242 0.6366 0.3452 0.000000 0.000000
2459583 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.780651 0.848517 -0.693126 2.999822 4.168318 0.859174 0.595939 0.410113 0.6837 0.6955 0.3615 0.000000 0.000000
2459582 digital_ok 0.00% 0.00% 0.00% 0.00% 44.86% 1.08% 0.804822 0.756730 -0.686502 2.729792 3.976118 1.021931 0.310403 0.606764 0.6864 0.6963 0.3626 1.588423 1.507338
2459581 digital_ok 0.00% 0.00% 0.00% 0.00% 3.24% 16.22% 1.299234 1.562175 -0.835811 3.154635 2.954253 1.736660 0.215075 0.195767 0.6963 0.7049 0.3562 1.904731 1.839496
2459580 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.779097 1.019731 -0.669168 3.341299 2.673221 1.429698 -0.173842 -0.608829 0.6864 0.6978 0.3603 0.000000 0.000000
2459579 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 0.00% 0.772438 0.813081 -0.603397 3.762028 2.891525 1.559701 0.306697 -0.058896 0.6839 0.6937 0.3596 1.569918 1.488224
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.216219 1.424550 -0.786360 1.069233 0.744456 -0.857075 -0.057438 -1.018036 0.0509 0.0508 0.0066 nan nan
2459577 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 1.333974 1.432186 -0.858817 2.818795 2.410608 1.421131 0.554038 1.054414 0.6838 0.6930 0.3614 1.903710 1.777842
2459576 digital_ok 0.00% 0.00% 0.00% 0.00% 4.30% 2.15% 0.852563 1.005698 -0.686565 1.748989 1.907867 1.038815 0.125815 -1.104525 0.7093 0.7210 0.3622 1.709077 1.723484
2459575 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.521288 1.701072 -0.818977 1.801943 4.580740 1.474564 -0.616527 1.499197 0.7660 0.7607 0.3029 8.009089 7.228200
2459574 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 1.08% 1.148589 1.496631 -0.814463 1.665064 2.117258 1.941938 0.477351 0.688801 0.7016 0.7086 0.3593 1.860965 1.875259
2459573 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.765625 1.243741 -0.829360 4.212924 3.603123 1.630024 0.279381 0.614591 0.7069 0.7172 0.3550 6.409615 5.220722
2459572 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.54% 0.659051 1.145294 -0.749837 1.884474 1.426141 1.114993 1.188231 1.030464 0.7096 0.7188 0.3547 1.641943 1.701667
2459571 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.080921 1.288186 -0.694011 0.959800 5.337638 -0.504349 0.270389 -0.847537 0.0345 0.0286 0.0016 nan nan
2459570 digital_ok 0.00% 0.00% 0.00% 0.00% 98.92% 1.08% 0.616799 -0.975479 0.075462 -1.472869 0.500337 -0.912101 0.788847 0.630403 0.7065 0.7207 0.3266 0.000000 0.000000
2459569 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 2.70% 1.390265 1.333222 -0.789371 2.316867 -0.272962 1.900694 -0.179736 2.351060 0.7772 0.7781 0.2225 2.644847 2.468641
2459566 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% 1.777625 1.901407 -0.640810 2.971362 2.048777 1.737147 2.092973 1.644405 0.6950 0.7051 0.3676 1.611525 1.606446
2459565 digital_ok 0.00% - - - 100.00% 0.00% 0.176781 0.176781 0.138346 0.138346 0.470698 0.470698 0.005728 0.005728 nan nan nan 0.000000 0.000000
2459564 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.394149 -0.372267 -0.916281 -1.614750 0.650822 4.202752 1.892342 1.988205 0.7153 0.7172 0.3646 4.734152 3.837822
2459563 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 4.30% 0.779965 0.156976 -0.642537 -0.309835 2.691864 -0.738602 0.247011 -0.678709 0.7105 0.7192 0.3625 2.158690 1.954778
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 0.246560 -1.313076 -0.291896 -2.184658 0.881250 -1.141973 0.569266 0.284151 0.7130 0.7227 0.3571 1.977389 1.786765
2459561 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 0.260185 -0.926978 -0.177270 -2.329447 1.475888 -1.260918 1.025255 -0.256609 0.7115 0.7226 0.3584 1.868873 1.768568
2459560 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 0.390856 -1.161885 -0.057137 -2.331651 1.954340 -1.051413 0.304843 -0.687645 0.7107 0.7218 0.3681 1.887182 1.713998
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.54% 0.104185 -1.234758 -0.401786 -2.427078 1.973905 -1.349067 0.265346 -0.666759 0.7091 0.7179 0.3608 1.854053 1.695544
2459558 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 6.99% 0.810064 1.022387 -0.682704 3.243192 2.258953 0.807946 0.000365 -1.055600 0.7129 0.7191 0.3632 1.935373 1.781459
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0499 0.0332 0.0048 nan nan
2459556 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 4.86% 0.904450 1.218988 -0.774309 3.140403 3.245560 0.576534 -0.456934 -1.820834 0.7097 0.7180 0.3637 1.894332 1.763788
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7170 0.7234 0.3695 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7129 0.7193 0.3697 nan nan
2459552 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.478656 2.564196 -0.395148 5.516302 1.176999 3.204404 0.924978 -0.005266 0.7224 0.7215 0.3639 11.081768 10.515292
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% 0.094237 -1.113565 -0.453180 -2.751185 2.371926 -2.200442 0.637517 -0.922771 0.7168 0.7226 0.3630 1.862818 1.686439
2459550 digital_ok - 97.53% 97.53% 0.00% - - nan nan nan nan nan nan nan nan 0.0554 0.0461 0.0018 nan nan
2459549 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 0.608618 1.413963 -0.885509 3.532110 3.655706 1.325858 0.978710 -1.193363 0.7119 0.7192 0.3737 1.987651 1.756584
2459542 digital_ok 0.00% 0.00% 0.00% 0.00% 22.32% 0.00% 1.428325 0.616707 -0.587977 2.273417 -0.165001 2.373286 1.231182 -0.861890 0.7556 0.7603 0.3334 1.988133 1.692170
2459541 digital_ok 100.00% 1.34% 1.79% 0.00% 100.00% 0.00% 1.284861 1.173404 -0.374768 4.266454 -0.466664 2.846390 0.484680 1.265759 0.7504 0.7465 0.3116 5.023345 4.517359
2459540 digital_ok 0.00% 0.00% 0.00% 0.00% 21.88% 0.45% 0.711650 -0.505645 -0.181055 -1.719589 2.842525 -2.832332 0.385894 -0.596449 0.7595 0.7611 0.3222 1.728033 1.603106
2459536 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.525104 2.340044 0.080322 6.691566 0.235809 4.517021 0.929728 -2.080780 0.7437 0.7431 0.3839 7.026992 5.719262
2459535 digital_ok 0.00% 0.00% 0.00% 0.00% 21.43% 0.00% 0.318223 -0.666341 -0.027062 -1.623230 3.202505 -2.856010 0.935727 -0.746018 0.7899 0.7865 0.3272 1.824344 1.617411
2459534 digital_ok 0.00% 0.00% 0.00% 0.00% 20.98% 0.00% 0.524129 -1.092618 0.240784 -2.237609 1.822428 -2.054288 0.388971 -0.525115 0.7814 0.7706 0.3290 1.819401 1.652448
2459533 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.291163 1.467413 -0.659629 3.712848 3.547736 1.028976 0.129461 -0.956191 0.7297 0.7402 0.3722 4.552995 3.956003
2459532 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.733357 1.689681 -0.709593 4.627882 2.821006 1.660060 0.133580 -1.223997 0.7355 0.7447 0.3656 5.623652 4.567679
2459530 digital_ok 0.00% 0.00% 0.00% 0.00% 5.92% 0.00% 0.317349 -1.008895 -0.170936 -2.111768 1.754497 -1.917811 0.063158 -0.803616 0.7507 0.7519 0.3648 1.696299 1.651418
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.452258 1.668220 -0.575072 4.190327 1.101957 2.914808 -0.468853 -0.855187 0.9146 0.9417 0.2745 0.000000 0.000000
2459523 digital_ok 100.00% - - - 100.00% 0.00% 2.039661 1.348705 -0.835260 5.661438 0.528680 2.753784 0.037269 -1.900192 nan nan nan 6.434373 5.521206
2459522 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.721494 1.708970 -0.851062 4.856358 0.019976 3.632396 -0.048227 -1.431094 0.7052 0.7253 0.3163 5.985642 6.983311
2459513 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.094085 1.483059 -0.750099 0.455790 4.555508 0.111580 -0.020754 -0.731237 0.0624 0.0567 0.0060 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% 0.507206 1.644740 -0.458200 2.684347 0.312429 0.627127 -0.264208 3.152714 0.9214 0.9482 0.1700 0.000000 0.000000
2459505 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.181076 1.024445 -0.086674 3.284905 0.289943 0.530331 -0.360774 -1.142532 0.8852 0.8527 0.1943 6.040887 4.389071
2459503 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.084248 3.598368 -0.056211 4.836089 0.217965 5.848069 2.390593 -1.024092 0.8916 0.8820 0.4151 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 141: 2459790

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Temporal Discontinuties 18.640390 6.583836 4.267632 12.727839 1.033585 5.066403 1.435969 18.640390 1.104217

Antenna 141: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Temporal Discontinuties 42.382493 6.410325 4.658118 15.750772 -0.383441 6.925996 1.483605 42.382493 8.548160

Antenna 141: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Power 16.358405 4.664087 2.758766 16.358405 -0.330322 4.446973 1.286040 16.189798 1.244352

Antenna 141: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Temporal Discontinuties 20.163406 2.737796 4.671967 -0.351050 12.347488 1.061426 3.523498 1.987794 20.163406

Antenna 141: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Temporal Discontinuties 20.946570 4.915790 3.291001 15.239538 -0.220982 4.591083 1.810366 20.946570 0.392788

Antenna 141: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Power 32.901886 3.678166 1.717069 32.901886 1.525232 8.543731 1.158695 10.600221 4.732321

Antenna 141: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Power 32.982380 2.564335 4.227191 -0.349975 32.982380 2.063210 6.507404 8.142852 23.802155

Antenna 141: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Temporal Discontinuties 19.350326 3.455150 2.182795 9.897605 -0.253639 2.089685 -0.198064 19.350326 1.349233

Antenna 141: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Shape 13.675341 13.675341 2.273979 9.202449 0.596998 7.145310 -0.240413 4.726093 1.034771

Antenna 141: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Power 5.471881 0.133793 1.751771 0.719992 5.471881 0.154425 -1.419908 2.210269 0.701955

Antenna 141: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Temporal Variability 15.786298 10.368430 1.375780 11.728716 1.509886 15.786298 1.121397 5.260474 0.985466

Antenna 141: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Temporal Variability 29.583879 2.056961 18.747137 1.323144 9.117416 1.222763 29.583879 0.471010 5.918137

Antenna 141: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Power 54.242728 3.831498 0.719092 54.242728 0.310177 11.111600 0.143106 49.539634 0.572129

Antenna 141: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Temporal Discontinuties 31.388976 -0.248279 2.933711 -1.209004 21.622556 -1.063669 4.734448 0.093884 31.388976

Antenna 141: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Power 20.643518 5.231799 -0.422135 20.643518 -1.172239 5.454257 -0.823686 18.147944 1.504456

Antenna 141: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Power 38.496128 5.589000 0.475962 38.496128 -0.680470 3.588409 -0.426531 23.423040 1.321521

Antenna 141: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Power 48.077857 5.375566 1.222120 48.077857 -0.314140 8.702706 -0.536302 23.914632 0.007009

Antenna 141: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Temporal Discontinuties 52.154403 0.815208 3.401053 0.346065 51.297366 -0.383128 9.586176 0.068755 52.154403

Antenna 141: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Power 22.612668 -0.307026 2.888064 -0.984228 22.612668 -0.697344 4.011895 0.011174 16.551711

Antenna 141: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Power 21.225105 2.501650 -0.314487 21.225105 -0.723052 3.960721 -0.193860 16.228667 0.329764

Antenna 141: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Power 62.105947 4.794323 1.100370 62.105947 -0.193243 4.245360 1.001818 38.422665 1.091872

Antenna 141: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Power 25.827843 0.990111 3.962682 -0.688829 25.827843 2.479405 3.769944 3.837214 9.893278

Antenna 141: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 141: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Temporal Discontinuties 29.488650 1.048729 1.306795 1.400885 4.157989 2.995866 2.883663 1.261907 29.488650

Antenna 141: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Temporal Discontinuties 5.231800 -0.750647 0.423752 -1.179386 1.517434 -1.285823 1.052332 -0.189394 5.231800

Antenna 141: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Temporal Discontinuties 12.355406 -0.004410 0.649665 -0.537763 2.628950 -0.880400 0.392978 -0.104371 12.355406

Antenna 141: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Temporal Discontinuties 7.519867 0.395138 -0.075420 1.778445 -0.419449 1.080540 -0.541808 7.519867 -0.261076

Antenna 141: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Temporal Discontinuties 56.220380 -0.125708 3.092133 -1.046234 11.229817 -0.691050 6.923940 1.519618 56.220380

Antenna 141: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Temporal Discontinuties 21.220586 -0.227548 2.408411 -0.595232 9.802663 -0.719059 4.773931 1.584496 21.220586

Antenna 141: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Temporal Discontinuties 36.884552 3.277737 -0.002064 12.128390 -0.504270 4.243040 -0.170693 36.884552 0.020181

Antenna 141: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Power 28.047782 1.199387 4.028671 1.055265 28.047782 0.510118 11.230586 0.500151 18.467585

Antenna 141: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Temporal Discontinuties 30.432947 1.232694 7.986795 1.324258 23.918848 0.920609 22.594883 2.125673 30.432947

Antenna 141: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Temporal Discontinuties 16.464672 -0.239291 3.193851 -1.275647 12.039233 -0.151666 3.219825 0.241138 16.464672

Antenna 141: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Temporal Discontinuties 17.269074 0.072546 2.600775 -0.013915 14.827756 1.371354 8.932147 0.387685 17.269074

Antenna 141: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Temporal Discontinuties 16.186527 -0.438764 9.044574 -0.205737 5.152432 -0.745851 1.745914 1.401593 16.186527

Antenna 141: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 Not Found nn Shape 16.480113 16.480113 0.039384 7.575059 0.569131 1.494794 1.030394 4.271095 -2.870985

Antenna 141: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Temporal Discontinuties 26.128549 3.319406 -0.121869 10.048128 -0.886599 4.393085 -0.037561 26.128549 1.077955

Antenna 141: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Temporal Discontinuties 12.744651 -0.481224 9.800979 0.434133 5.662747 1.391295 -0.108461 12.505270 12.744651

Antenna 141: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Power 37.742040 1.050100 7.167082 2.247610 37.742040 1.180590 22.804563 0.069393 18.416464

Antenna 141: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Shape 10.327151 -0.065058 10.327151 1.110431 8.009772 2.530275 1.196954 1.358809 3.206512

Antenna 141: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Shape 20.548295 20.548295 1.652016 9.733703 0.898710 -0.058187 3.634706 4.542222 2.370822

Antenna 141: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Shape 12.277419 0.098538 12.277419 1.263365 11.470324 1.931163 -1.229407 2.638309 5.825156

Antenna 141: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Power 34.399051 1.094309 3.674713 1.975774 34.399051 0.490452 9.313119 0.713218 21.207323

Antenna 141: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Shape 0.640890 0.640890 0.093582 -0.251592 -0.224099 -0.198865 0.240932 -1.047874 0.437730

Antenna 141: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok ee Shape 1.902579 -0.674409 1.902579 -0.197950 1.073012 -1.325372 0.149837 -0.430454 0.637400

Antenna 141: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok ee Shape 1.549630 -0.702169 1.549630 -0.426902 0.921584 -1.295720 0.480024 -0.640967 1.049828

Antenna 141: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 141: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Temporal Variability 3.450430 1.987955 0.740747 1.486667 0.109386 3.450430 2.585731 -1.233587 2.079565

Antenna 141: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok ee Shape 1.731258 1.731258 -0.572714 0.974395 -0.377159 0.139295 -1.037745 0.650305 -0.574967

Antenna 141: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok ee Shape 2.195950 -0.311370 2.195950 -0.006357 1.481444 -1.384682 -0.552463 -0.757683 0.094684

Antenna 141: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok ee Shape 1.490333 -0.462173 1.490333 -0.289531 0.873065 -1.809284 0.439503 -0.459847 0.929089

Antenna 141: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok ee Temporal Discontinuties 1.975307 -0.315491 1.937770 0.013995 1.239241 -1.830237 0.342165 -0.489051 1.975307

Antenna 141: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok ee Shape 1.539507 -0.402249 1.539507 -0.242130 0.741600 -1.182864 -0.037551 -0.675998 0.428561

Antenna 141: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Shape 2.196857 0.408113 2.196857 0.467524 1.763791 1.470880 1.697995 2.067497 -1.798729

Antenna 141: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok ee Shape 1.452782 1.452782 -0.338782 1.200423 -0.018215 0.804035 -0.481682 0.332548 -0.151797

Antenna 141: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok ee Shape 1.475347 -0.412919 1.475347 -0.206870 0.719301 -1.530860 0.387201 -0.529572 0.600920

Antenna 141: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok ee Shape 2.057831 2.057831 -0.448178 1.673173 0.372824 -0.086590 -0.992636 0.467207 -0.603172

Antenna 141: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok ee Shape 1.740670 1.740670 -0.387903 1.119171 0.054989 -0.513279 -1.541773 0.287740 -0.624217

Antenna 141: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok ee Shape 1.607610 1.607610 -0.399625 0.907974 -0.147595 0.190866 -1.941862 0.883218 -0.571036

Antenna 141: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok ee Temporal Discontinuties 2.478918 0.345746 2.003487 0.265540 1.951226 1.451671 2.096873 2.478918 -1.170396

Antenna 141: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok ee Shape 2.126261 -0.367724 2.126261 0.012380 1.342268 -1.149413 0.150599 -0.491495 0.523802

Antenna 141: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Power inf 389.607132 389.588643 inf inf 2327.079788 1583.898117 6902.815643 6954.651265

Antenna 141: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok ee Power 0.179355 -0.377842 -0.698870 -0.699637 0.179355 -1.290335 -0.382282 -0.737571 -0.054146

Antenna 141: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok ee Power 0.044368 -0.294570 -1.220855 -0.876161 0.044368 -1.847393 -0.387550 -0.771822 -0.023042

Antenna 141: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok ee Temporal Discontinuties 3.616180 0.534577 1.893244 0.294483 1.745251 2.252175 2.108883 3.616180 0.261166

Antenna 141: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok ee Power 0.598920 -0.848151 -1.463682 0.413804 0.598920 0.176286 0.162730 -0.531413 0.011046

Antenna 141: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok ee Temporal Discontinuties 0.013268 -0.252514 -1.291166 -0.771195 -0.033789 -1.450956 0.004742 -0.790819 0.013268

Antenna 141: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok ee Power 2.367860 -0.563645 1.742689 0.319185 2.367860 -1.438285 0.572168 -0.483764 0.607254

Antenna 141: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok ee Power 2.851089 -0.849458 0.867478 0.254048 2.851089 -0.526955 -0.071402 0.393740 0.630425

Antenna 141: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Shape 2.585653 0.651788 2.585653 0.671022 1.739881 0.823854 0.394280 2.089080 -1.599593

Antenna 141: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Shape 2.766525 2.766525 1.030733 0.268896 0.610721 0.128718 0.810535 0.653125 2.764749

Antenna 141: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok ee Shape 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000

Antenna 141: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Temporal Variability -0.526778 -0.554007 -0.554007 -0.576212 -0.576212 -0.526778 -0.526778 -0.577270 -0.577270

Antenna 141: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 N13 digital_ok ee Temporal Discontinuties -0.837493 -0.852730 -0.852730 -0.858707 -0.858707 -0.943859 -0.943859 -0.837493 -0.837493

Antenna 141: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 N13 digital_ok nn Shape 2.242560 2.242560 0.306733 0.935307 -0.338500 1.550801 0.695713 0.311556 2.026112

Antenna 141: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 13 digital_ok ee Temporal Variability 3.465416 0.320322 1.276840 0.648607 1.654001 3.465416 1.498395 0.701192 2.364394

Antenna 141: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 13 digital_ok nn Shape 3.081863 1.779252 3.081863 0.454514 0.471510 0.657547 1.322059 0.107058 0.829857

Antenna 141: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 13 digital_ok ee Temporal Variability 3.972338 1.138846 0.392403 1.108781 1.753856 3.972338 0.254210 2.505138 -0.971410

Antenna 141: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 13 digital_ok nn Power 2.448260 1.372962 0.840005 1.931280 2.448260 0.662863 1.421735 1.433071 -1.186063

Antenna 141: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 13 digital_ok ee Temporal Variability 3.790292 1.583778 0.238053 1.790993 0.928270 3.790292 1.344952 1.241060 -1.107065

Antenna 141: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 13 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 141: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 13 digital_ok ee Temporal Variability 3.706892 0.859494 0.986720 2.130364 1.042455 0.773140 3.706892 -1.110247 3.404050

Antenna 141: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 13 digital_ok ee Temporal Variability 1.755583 0.938352 1.239656 1.388143 0.757987 1.132295 1.755583 1.745491 1.034206

Antenna 141: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 13 digital_ok ee Temporal Discontinuties 2.933336 0.887298 1.178079 1.177337 0.564531 0.660221 2.528004 2.898870 2.933336

Antenna 141: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 13 digital_ok ee Temporal Variability 2.741152 1.306904 0.811223 1.022915 1.870044 2.741152 0.219238 -0.221847 -0.636577

Antenna 141: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 13 digital_ok ee Temporal Variability 2.811223 0.603139 1.256560 1.604090 1.015354 1.457533 2.811223 1.133852 0.958923

Antenna 141: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 13 digital_ok nn Temporal Variability 1.725096 1.105552 0.644588 0.163381 1.562820 0.543552 1.725096 -0.004380 -1.140941

Antenna 141: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 13 digital_ok ee Temporal Variability 1.932008 0.830505 1.313979 1.907123 0.008132 0.831506 1.932008 -1.051145 -0.217165

Antenna 141: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 13 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 141: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 13 digital_ok nn Temporal Discontinuties 3.002391 0.680854 1.120101 1.648859 0.742172 0.664315 1.254878 3.002391 0.766799

Antenna 141: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 13 digital_ok ee Temporal Variability 4.633425 1.234340 1.073399 1.833325 0.716698 3.103840 4.633425 0.181789 0.812973

Antenna 141: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 13 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 141: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 141: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 13 digital_ok nn Temporal Variability 2.887146 0.680212 1.067552 0.783789 1.610806 2.840417 2.887146 1.527062 1.420494

Antenna 141: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 13 digital_ok ee Temporal Variability 3.005065 1.260527 0.845355 1.155348 1.986488 3.005065 0.552338 1.624544 -1.687468

Antenna 141: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 13 digital_ok nn Temporal Variability 0.828910 -0.719416 -0.100275 -0.693849 -0.177415 -0.056190 0.828910 -0.463344 -0.217931

Antenna 141: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 13 digital_ok nn Temporal Variability 5.721075 1.478106 1.171413 3.128889 2.832744 5.721075 5.664543 2.370250 2.483433

Antenna 141: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 13 digital_ok nn Shape 1.439978 -0.324865 1.439978 -0.475595 0.037717 1.131987 0.095497 -0.045236 -0.703002

Antenna 141: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
141 13 digital_ok nn Temporal Variability 2.872757 1.219874 1.167247 2.404714 1.451510 2.872757 2.118900 1.965485 1.235089

Antenna 141: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
141 13 digital_ok nn Temporal Variability 2.978972 0.680388 0.817579 1.965851 2.232838 2.795146 2.978972 0.275434 -0.534861